智能交通信号控制外文翻译.docx
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智能交通信号控制外文翻译.docx
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智能交通信号控制外文翻译
《现代控制理论》
题目智能交通信号控制
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指导教师
二O一三年12月15日
IntelligentTrafficSignalControlUsingWirelessSensorNetworks
Vignesh.ViswanathanandVigneshwar.Santhanam
Abstract:
Thegrowingvehiclepopulationinalldevelopinganddevelopedcountriescallsforamajorchangeintheexistingtrafficsignalingsystems.Themostwidelyusedautomatedsystemusessimpletimerbasedoperationwhichisinefficientfornon-uniformtraffic.Advancedautomatedsystemsintestinguseimageprocessingtechniquesoradvancedcommunicationsystemsinvehiclestocommunicatewithsignalsandaskforrouting.Thismightnotbeimplementableindevelopingcountriesastheyprovetobecomplexandexpensive.Theconceptproposedinthispaperinvolvesuseofwirelesssensornetworkstosensepresenceoftrafficnearjunctionsandhenceroutethetrafficbasedontrafficdensityinthedesireddirection.Thissystemdoesnotrequireanysysteminvehiclessocanbeimplementedinanytrafficsystemeasily.Thissystemuseswirelesssensornetworkstechnologytosensevehiclesandamicrocontrollerbasedroutingalgorithmfortrafficmanagement.
Keywords:
Intelligenttrafficsignals,intelligentrouting,smartsignals,wirelesssensornetworks.
I.INTRODUCTION
Thetrafficdensityisescalatingatanalarmingrateindevelopingcountrieswhichcallsfortheneedofintelligenttrafficsignalstoreplacetheconventionalmanualandtimerbasedsystems.Experimentalsystemsinexistenceinvolveimageprocessingbaseddensityidentificationforroutingoftrafficwhichmightbeinefficientinsituationslikefog,rainordust.Theotherconceptualsystemwhichisbasedoninteractionofvehicleswithtrafficsignalsandeachotherrequirehardwaremodificationoneachvehicleandcannotbepracticallyimplementedincountries
likeIndiawhichhavealmost100millionvehiclesonroad[1].Thesystemproposedhereinvolveslocalizedtrafficroutingforeachintersectionbasedonwirelesssensornetworks.Theproposedsystemhasacentralcontrollerateveryjunctionwhichreceivesdatafromtinywirelesssensornodesplacedontheroad.Thesensornodeshavesensorsthatcandetectthepresenceofvehicleandthetransmitterwirelesslytransmitsthetrafficdensitytothecentralcontroller.Thecontrollermakesuseoftheproposedalgorithmtofindwaystoregulatetrafficefficiently.
II.THENEEDFORANALTERNATESYSTEM
Themostprevalenttrafficsignalingsystemindevelopingcountriesisthetimerbasedsystem.Thissysteminvolvesapredefinedtimesettingforeachroadatanintersection.Whilethismightproveeffectiveforlighttraffic,heavytrafficrequiresanadaptivesystemthatwillworkbasedonthedensityoftrafficoneachroad.Thefirstsystemproposedforadaptivesignalingwasbasedondigitalimageprocessingtechniques.Thissystemworksbasedonthecapturedvisualinputfromtheroadsandprocessingthemtofindwhichroadhasdensetraffic.Thissystemfailsduringenvironmentalinteractionlikerainorfog.Alsothissystemintestingdoesnotproveefficient.TheadvancedsystemintestingatPittsburgh[2]involvessignalscommunicatingwitheachotherandalsowiththevehicles.Theproposedsystemdoesnotrequireanetworkbetweensignalsandvehiclesandisastandalonesystemateachintersection.
III.THEPROPOSEDSYSTEM
Thispaperpresentstheconceptofintelligenttrafficroutingusingwirelesssensornetworks.Theprimaryelementsofthissystemarethesensornodesormotesconsistingofsensorsandatransmitter.Thesensorsinteractwiththephysicalenvironmentwhilethetransmitterpagesthesensor’sdatatothecentralcontroller.Thissysteminvolvesthe4x2arrayofsensornodesineachroad.Thissignifies4levelsoftrafficand2lanesineachroad.ThesensorsareultrasonicorIRbasedopticalsensorswhichtransmitsstatusbasedonpresenceofvehiclenearit.ThesensornodestransmitatspecifiedtimeintervalsviaZigBeeprotocoltothecentralcontrollerplacedateveryintersection.Thecontrollerreceivesthesignalandcomputeswhichroadandwhichlanehastobegivengreensignalbasedonthedensityoftraffic.Thecontrollermakesuseofthediscussedalgorithmtoperformtheintelligenttrafficrouting.
IV.COMPONENTSINVOLVEDINTHESYSTEM
Theproposedsysteminvolveswirelesssensornetworkswhicharecomprisedofthreebasiccomponents:
thesensornodesormotes,powersourceandacentralcontroller.ThemotesinturnarecomprisedofSensorsandtransceivermodule.Thesensorssensethevehiclesatintersectionsandtransceivertransmitthesensor’sdatatothecentralcontrollerthroughawirelessmedium.ThePowersourceprovidesthepowerneededforthesensornodesandismostlyregenerative.Thecentralcontrollerperformsallthecomputationsforthesensornetworks.Thecontrollerreceivestheinputfromallsensorsandprocessessimultaneouslytomaketherequireddecisions.
A.Sensors
Sensorsarehardwaredevicesthatproduceameasurableresponsetoachangeinaphysicalconditionliketemperatureorpressure.Sensorsmeasurephysicaldataoftheparametertobemonitored.Thecontinualanalogsignalproducedbythesensorsisdigitizedbyananalog-to-digitalconverterandsenttocontrollersforfurtherprocessing.Asensornodeshouldbesmallinsize,consumeextremelylowenergy,operateinhighvolumetricdensities,beautonomousandoperateunattended,andbeadaptivetotheenvironment.Aswirelesssensornodesaretypicallyverysmallelectronicdevices,theycanonlybeequippedwithalimitedpowersourceoflessthan0.5-2ampere-hourand1.2-3.7volts.Sensorsareclassifiedintothreecategories:
passiveOmni-directionalsensors;passivenarrow-beamsensors;andactivesensors[3].
Thesensorsareimplementedinthissystemplacedbeneaththeroadsinanintersectionoronthelanedividersoneachroad.Thesensorsareactiveobstacledetectorsthatdetectthepresenceofvehiclesintheirvicinity.ThesensorsaresetinfourlevelsoneachroadsignifyingfourlevelsoftrafficfromstartingfromtheSTOPline.Thefourthlevelindicateshighdensitytrafficandsignifieshigherpriorityfortheroadtothecontroller.ThesensorsrequiredforobstacledetectioncanbeeitherultrasonicorInfraredLASERbasedsensorsforbetterhigherefficiency.
B.Motes
Amote,alsoknownasasensornodeisanodeinawirelesssensornetworkthatiscapableofperformingsomeprocessing,gatheringsensoryinformationandcommunicatingwithotherconnectednodesinthenetwork.Themaincomponentsofasensornodeareamicrocontroller,transceiver,externalmemory,powersourceandoneormoresensors[3].
Fig.1BlockDiagramofaMote
C.NeedforMotes
TheprimaryresponsibilityofaMoteistocollectinformationfromthevariousdistributedsensorsinanyareaandtotransmitthecollectedinformationtothecentralcontrollerforprocessing.AnytypeofsensorscanbeincorporatedwiththeseMotesbasedontherequirements.Itisacompletelynewparadigmfordistributedsensinganditopensupafascinatingnewwaytolookatsensornetworks.
D.AdvantagesofMotes
●Thecoreofamoteisasmall,low-cost,low-powercontroller.
●Thecontrollermonitorsoneormoresensors.Itiseasytointerfaceallsortsofsensors,includingsensorsfortemperature,light,sound,position,acceleration,vibration,stress,weight,pressure,humidity,etc.withthemote.
●Thecontrollerconnectstothecentralcontrollerwitharadiolink.Themostcommonradiolinksallowamotetotransmitatadistanceofabout3to61meters.Powerconsumption,sizeandcostarethebarrierstolongerdistances.Sinceafundamentalconceptwithmotesistinysizeandassociatedtinycost,smallandlow-powerradiosarenormal.
●Asmotesshrinkinsizeandpowerconsumption,itispossibletoimaginesolarpowerorevensomethingexoticlikevibrationpowertokeepthemrunning.Itishardtoimaginesomethingassmallandinnocuousasamotesparkingarevolution,butthat'sexactlywhattheyhavedone.
●Motesarealsoeasytoprogram,eitherbyusingserialorEthernetcabletoconnecttotheprogrammingboardorbyusingOvertheAirProgramming(OTAP).
Fig.2BlockDiagramoftheProposedSystem
E.Transceivers
SensornodesoftenmakeuseofISMband,whichgivesfreeradio,spectrumallocationandglobalavailability.Thepossiblechoicesofwirelesstransmissionmediaareradiofrequency(RF),opticalcommunicationandinfrared.Lasersrequirelessenergy,butneedline-of-sightforcommunicationandaresensitivetoatmosphericconditions.Infrared,likelasers,needsnoantennabutitislimitedinitsbroadcastingcapacity.Radiofrequency-basedcommunicationisthemostrelevantthatfitsmostoftheWSNapplications.WSNstendtouselicense-freecommunicationfrequencies:
173,433,868,and915MHz;and2.4GHz.Thefunctionalityofbothtransmitterandreceiverarecombinedintoasingledeviceknownasatransceiver[3].
Tobringaboutuniquenessintransmittingandreceivingtoanyparticulardevicevariousprotocols/algorithmsaredevised.TheMotesareoftenareoftenprovidedwithpowerfultransmittersandreceiverscollectivelyknownastransceiversforbetterlongrangeoperationandalsotoachievebetterqualityoftransmission/receptioninanyenvironmentalconditions.
F.PowerSource
Thesensornodeconsumespowerforsensing,communicatinganddataprocessing.Moreenergyisrequiredfordatacommunicationthananyotherprocess.Powerisstoredeitherinbatteriesorcapacitors.Batteries,bothrechargeableandnon-rechargeable,arethemainsourceofpowersupplyforsensornodes.Cur
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